Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 204038 |
| Missing cells (%) | 56.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 288.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 10 |
| Unsupported | 17 |
J has constant value "0" | Constant |
UPN has a high cardinality: 8597 distinct values | High cardinality |
EntryDate has a high cardinality: 390 distinct values | High cardinality |
/ is highly overall correlated with \ | High correlation |
\ is highly overall correlated with / | High correlation |
EnrolStatus is highly imbalanced (79.8%) | Imbalance |
P is highly imbalanced (53.3%) | Imbalance |
M is highly imbalanced (76.8%) | Imbalance |
Surname has 10000 (100.0%) missing values | Missing |
Forename has 10000 (100.0%) missing values | Missing |
Middlenames has 10000 (100.0%) missing values | Missing |
PreferredSurname has 10000 (100.0%) missing values | Missing |
FormerSurname has 10000 (100.0%) missing values | Missing |
DoB has 10000 (100.0%) missing values | Missing |
C has 9114 (91.1%) missing values | Missing |
E has 10000 (100.0%) missing values | Missing |
H has 10000 (100.0%) missing values | Missing |
I has 6710 (67.1%) missing values | Missing |
M has 8752 (87.5%) missing values | Missing |
R has 10000 (100.0%) missing values | Missing |
S has 10000 (100.0%) missing values | Missing |
T has 10000 (100.0%) missing values | Missing |
G has 10000 (100.0%) missing values | Missing |
N has 10000 (100.0%) missing values | Missing |
O has 9462 (94.6%) missing values | Missing |
U has 10000 (100.0%) missing values | Missing |
D has 10000 (100.0%) missing values | Missing |
X has 10000 (100.0%) missing values | Missing |
Y has 10000 (100.0%) missing values | Missing |
UPN is uniformly distributed | Uniform |
Surname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Forename is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Middlenames is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PreferredSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FormerSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DoB is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
E is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
H is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
R is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
S is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
T is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
G is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
N is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
U is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
D is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
X is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Y is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
B has 1684 (16.8%) zeros | Zeros |
L has 2140 (21.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-26 14:03:18.219573 |
|---|---|
| Analysis finished | 2023-06-26 14:03:32.945200 |
| Duration | 14.73 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Estab
Real number (ℝ)
| Distinct | 9636 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 191572 |
| Minimum | 57574 |
|---|---|
| Maximum | 294729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 57574 |
|---|---|
| 5-th percentile | 132000.35 |
| Q1 | 167193.75 |
| median | 191318 |
| Q3 | 216307.25 |
| 95-th percentile | 250422.6 |
| Maximum | 294729 |
| Range | 237155 |
| Interquartile range (IQR) | 49113.5 |
Descriptive statistics
| Standard deviation | 36084.513 |
|---|---|
| Coefficient of variation (CV) | 0.18836006 |
| Kurtosis | -0.1296928 |
| Mean | 191572 |
| Median Absolute Deviation (MAD) | 24627.5 |
| Skewness | -0.042165821 |
| Sum | 1.91572 × 109 |
| Variance | 1.3020921 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 202221 | 5 | 0.1% |
| 186196 | 3 | < 0.1% |
| 224286 | 3 | < 0.1% |
| 190366 | 3 | < 0.1% |
| 144665 | 3 | < 0.1% |
| 184543 | 3 | < 0.1% |
| 180908 | 3 | < 0.1% |
| 188297 | 3 | < 0.1% |
| 175223 | 3 | < 0.1% |
| 177309 | 3 | < 0.1% |
| Other values (9626) | 9968 |
| Value | Count | Frequency (%) |
| 57574 | 1 | |
| 63840 | 1 | |
| 64659 | 1 | |
| 65629 | 1 | |
| 69212 | 1 | |
| 70759 | 1 | |
| 75394 | 1 | |
| 76381 | 1 | |
| 78698 | 1 | |
| 78833 | 1 |
| Value | Count | Frequency (%) |
| 294729 | 1 | |
| 293916 | 1 | |
| 292406 | 1 | |
| 292100 | 1 | |
| 292093 | 1 | |
| 291882 | 1 | |
| 291697 | 1 | |
| 291291 | 1 | |
| 291287 | 1 | |
| 291054 | 1 |
UPN
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 8597 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 84d819e9-17fc-4baf-ac67-67b8123a71c1 | 4 |
|---|---|
| 7617e160-3eef-4b90-8260-402029a25c34 | 4 |
| ac525a7d-3931-4f11-85cc-1a013d76cff3 | 4 |
| f71f2e03-5a3f-44f2-9ff7-8de658031a71 | 4 |
| f9802d4b-52e9-4e4a-aa53-62c617a312cd | 4 |
| Other values (8592) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 360000 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7343 ? |
|---|---|
| Unique (%) | 73.4% |
Sample
| 1st row | b4085463-6a46-450e-9ad8-dec00705b636 |
|---|---|
| 2nd row | d39f2449-640f-4a48-9163-3c9826b62c66 |
| 3rd row | 13ecf709-e032-4243-91d2-dd62e5e2951e |
| 4th row | 1fc6d0b3-27b4-4c62-8fb0-f7d11c8dcfb8 |
| 5th row | 77449e7e-ce64-4576-a67e-49b039eab6d7 |
Common Values
| Value | Count | Frequency (%) |
| 84d819e9-17fc-4baf-ac67-67b8123a71c1 | 4 | < 0.1% |
| 7617e160-3eef-4b90-8260-402029a25c34 | 4 | < 0.1% |
| ac525a7d-3931-4f11-85cc-1a013d76cff3 | 4 | < 0.1% |
| f71f2e03-5a3f-44f2-9ff7-8de658031a71 | 4 | < 0.1% |
| f9802d4b-52e9-4e4a-aa53-62c617a312cd | 4 | < 0.1% |
| 18c36a4b-c3cb-4921-b36c-2a19d772faf4 | 4 | < 0.1% |
| 5e3ad88a-01a4-406b-89cc-4ed91fa89c7b | 4 | < 0.1% |
| a606b312-69dd-46e6-bc79-d4da94bf55c7 | 4 | < 0.1% |
| 4a96e093-78d5-4559-8738-dd69b6c8c2c0 | 4 | < 0.1% |
| a0ef097a-7d2c-4b47-9375-846f31ac344e | 4 | < 0.1% |
| Other values (8587) | 9960 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 84d819e9-17fc-4baf-ac67-67b8123a71c1 | 4 | < 0.1% |
| a606b312-69dd-46e6-bc79-d4da94bf55c7 | 4 | < 0.1% |
| d8c8e81f-b6de-4ec4-a43a-efc1456b8919 | 4 | < 0.1% |
| d430c47f-1968-4c0b-86c6-0117a1d01525 | 4 | < 0.1% |
| d67ceb16-5634-4c58-a591-03210d594a8c | 4 | < 0.1% |
| a0ef097a-7d2c-4b47-9375-846f31ac344e | 4 | < 0.1% |
| 4a96e093-78d5-4559-8738-dd69b6c8c2c0 | 4 | < 0.1% |
| 7617e160-3eef-4b90-8260-402029a25c34 | 4 | < 0.1% |
| 5e3ad88a-01a4-406b-89cc-4ed91fa89c7b | 4 | < 0.1% |
| f9802d4b-52e9-4e4a-aa53-62c617a312cd | 4 | < 0.1% |
| Other values (8587) | 9960 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 29029 | 8.1% |
| 8 | 21569 | 6.0% |
| b | 21193 | 5.9% |
| 9 | 21161 | 5.9% |
| a | 20808 | 5.8% |
| e | 19053 | 5.3% |
| 6 | 19002 | 5.3% |
| 1 | 18954 | 5.3% |
| 7 | 18920 | 5.3% |
| Other values (7) | 130311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 203242 | |
| Lowercase Letter | 116758 | |
| Dash Punctuation | 40000 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 29029 | |
| 8 | 21569 | |
| 9 | 21161 | |
| 6 | 19002 | |
| 1 | 18954 | |
| 7 | 18920 | |
| 3 | 18811 | |
| 5 | 18792 | |
| 0 | 18653 | |
| 2 | 18351 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 21193 | |
| a | 20808 | |
| e | 19053 | |
| d | 18664 | |
| f | 18657 | |
| c | 18383 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 243242 | |
| Latin | 116758 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 40000 | |
| 4 | 29029 | |
| 8 | 21569 | |
| 9 | 21161 | |
| 6 | 19002 | |
| 1 | 18954 | |
| 7 | 18920 | |
| 3 | 18811 | |
| 5 | 18792 | |
| 0 | 18653 |
Latin
| Value | Count | Frequency (%) |
| b | 21193 | |
| a | 20808 | |
| e | 19053 | |
| d | 18664 | |
| f | 18657 | |
| c | 18383 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 29029 | 8.1% |
| 8 | 21569 | 6.0% |
| b | 21193 | 5.9% |
| 9 | 21161 | 5.9% |
| a | 20808 | 5.8% |
| e | 19053 | 5.3% |
| 6 | 19002 | 5.3% |
| 1 | 18954 | 5.3% |
| 7 | 18920 | 5.3% |
| Other values (7) | 130311 |
Surname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Forename
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Middlenames
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
PreferredSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
FormerSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | M |
| 3rd row | F |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 5134 | |
| F | 4866 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 5134 | |
| f | 4866 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 5134 | |
| F | 4866 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5134 | |
| F | 4866 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 5134 | |
| F | 4866 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 5134 | |
| F | 4866 |
DoB
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
EnrolStatus
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| C | |
|---|---|
| Leaver | 792 |
| M | 2 |
| S | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.396 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13960 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 9205 | |
| Leaver | 792 | 7.9% |
| M | 2 | < 0.1% |
| S | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 9205 | |
| leaver | 792 | 7.9% |
| m | 2 | < 0.1% |
| s | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 9205 | |
| e | 1584 | 11.3% |
| L | 792 | 5.7% |
| a | 792 | 5.7% |
| v | 792 | 5.7% |
| r | 792 | 5.7% |
| M | 2 | < 0.1% |
| S | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 | |
| Lowercase Letter | 3960 | 28.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 9205 | |
| L | 792 | 7.9% |
| M | 2 | < 0.1% |
| S | 1 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1584 | |
| a | 792 | |
| v | 792 | |
| r | 792 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13960 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 9205 | |
| e | 1584 | 11.3% |
| L | 792 | 5.7% |
| a | 792 | 5.7% |
| v | 792 | 5.7% |
| r | 792 | 5.7% |
| M | 2 | < 0.1% |
| S | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13960 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 9205 | |
| e | 1584 | 11.3% |
| L | 792 | 5.7% |
| a | 792 | 5.7% |
| v | 792 | 5.7% |
| r | 792 | 5.7% |
| M | 2 | < 0.1% |
| S | 1 | < 0.1% |
EntryDate
Categorical
| Distinct | 390 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 2019-09-04 00:00:00 | |
|---|---|
| 2020-09-03 00:00:00 | |
| 2016-09-05 00:00:00 | |
| 2017-09-06 00:00:00 | |
| 2018-09-07 00:00:00 | |
| Other values (385) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 190000 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 191 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | 2018-09-03 00:00:00 |
|---|---|
| 2nd row | 2020-11-27 00:00:00 |
| 3rd row | 2018-09-04 00:00:00 |
| 4th row | 2019-09-04 00:00:00 |
| 5th row | 2017-09-06 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2019-09-04 00:00:00 | 1165 | 11.7% |
| 2020-09-03 00:00:00 | 1138 | 11.4% |
| 2016-09-05 00:00:00 | 1020 | 10.2% |
| 2017-09-06 00:00:00 | 868 | 8.7% |
| 2018-09-07 00:00:00 | 637 | 6.4% |
| 2018-09-06 00:00:00 | 505 | 5.1% |
| 2016-09-01 00:00:00 | 473 | 4.7% |
| 2018-09-05 00:00:00 | 471 | 4.7% |
| 2020-09-02 00:00:00 | 426 | 4.3% |
| 2020-09-01 00:00:00 | 366 | 3.7% |
| Other values (380) | 2931 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 10000 | |
| 2019-09-04 | 1165 | 5.8% |
| 2020-09-03 | 1138 | 5.7% |
| 2016-09-05 | 1020 | 5.1% |
| 2017-09-06 | 868 | 4.3% |
| 2018-09-07 | 637 | 3.2% |
| 2018-09-06 | 505 | 2.5% |
| 2016-09-01 | 473 | 2.4% |
| 2018-09-05 | 471 | 2.4% |
| 2020-09-02 | 426 | 2.1% |
| Other values (381) | 3297 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 91630 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13608 | 7.2% |
| 9 | 11480 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9767 | 5.1% |
| 6 | 3121 | 1.6% |
| 8 | 2429 | 1.3% |
| 7 | 2330 | 1.2% |
| Other values (3) | 5635 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 140000 | |
| Dash Punctuation | 20000 | 10.5% |
| Other Punctuation | 20000 | 10.5% |
| Space Separator | 10000 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91630 | |
| 2 | 13608 | 9.7% |
| 9 | 11480 | 8.2% |
| 1 | 9767 | 7.0% |
| 6 | 3121 | 2.2% |
| 8 | 2429 | 1.7% |
| 7 | 2330 | 1.7% |
| 5 | 1935 | 1.4% |
| 4 | 1901 | 1.4% |
| 3 | 1799 | 1.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 190000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 91630 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13608 | 7.2% |
| 9 | 11480 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9767 | 5.1% |
| 6 | 3121 | 1.6% |
| 8 | 2429 | 1.3% |
| 7 | 2330 | 1.2% |
| Other values (3) | 5635 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 190000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 91630 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13608 | 7.2% |
| 9 | 11480 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9767 | 5.1% |
| 6 | 3121 | 1.6% |
| 8 | 2429 | 1.3% |
| 7 | 2330 | 1.2% |
| Other values (3) | 5635 | 3.0% |
NCyearActual
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 7 | |
|---|---|
| 9 | |
| 8 | |
| 11 | |
| 10 | |
| Other values (4) |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.489 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14890 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10 |
|---|---|
| 2nd row | 9 |
| 3rd row | 9 |
| 4th row | 7 |
| 5th row | 8 |
Common Values
| Value | Count | Frequency (%) |
| 7 | 2074 | |
| 9 | 2048 | |
| 8 | 1912 | |
| 11 | 1851 | |
| 10 | 1753 | |
| Leaver | 231 | 2.3% |
| 12 | 68 | 0.7% |
| 13 | 36 | 0.4% |
| 14 | 27 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7 | 2074 | |
| 9 | 2048 | |
| 8 | 1912 | |
| 11 | 1851 | |
| 10 | 1753 | |
| leaver | 231 | 2.3% |
| 12 | 68 | 0.7% |
| 13 | 36 | 0.4% |
| 14 | 27 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5586 | |
| 7 | 2074 | 13.9% |
| 9 | 2048 | 13.8% |
| 8 | 1912 | 12.8% |
| 0 | 1753 | 11.8% |
| e | 462 | 3.1% |
| L | 231 | 1.6% |
| a | 231 | 1.6% |
| v | 231 | 1.6% |
| r | 231 | 1.6% |
| Other values (3) | 131 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13504 | |
| Lowercase Letter | 1155 | 7.8% |
| Uppercase Letter | 231 | 1.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5586 | |
| 7 | 2074 | 15.4% |
| 9 | 2048 | 15.2% |
| 8 | 1912 | 14.2% |
| 0 | 1753 | 13.0% |
| 2 | 68 | 0.5% |
| 3 | 36 | 0.3% |
| 4 | 27 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 462 | |
| a | 231 | |
| v | 231 | |
| r | 231 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 231 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13504 | |
| Latin | 1386 | 9.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5586 | |
| 7 | 2074 | 15.4% |
| 9 | 2048 | 15.2% |
| 8 | 1912 | 14.2% |
| 0 | 1753 | 13.0% |
| 2 | 68 | 0.5% |
| 3 | 36 | 0.3% |
| 4 | 27 | 0.2% |
Latin
| Value | Count | Frequency (%) |
| e | 462 | |
| L | 231 | |
| a | 231 | |
| v | 231 | |
| r | 231 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14890 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5586 | |
| 7 | 2074 | 13.9% |
| 9 | 2048 | 13.8% |
| 8 | 1912 | 12.8% |
| 0 | 1753 | 11.8% |
| e | 462 | 3.1% |
| L | 231 | 1.6% |
| a | 231 | 1.6% |
| v | 231 | 1.6% |
| r | 231 | 1.6% |
| Other values (3) | 131 | 0.9% |
TermlySessionsPossible
Real number (ℝ)
| Distinct | 97 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.65 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 27 |
| median | 38 |
| Q3 | 50 |
| 95-th percentile | 67 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.697454 |
|---|---|
| Coefficient of variation (CV) | 0.43201693 |
| Kurtosis | -0.25495537 |
| Mean | 38.65 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.1744777 |
| Sum | 386500 |
| Variance | 278.80498 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37 | 251 | 2.5% |
| 39 | 235 | 2.4% |
| 35 | 232 | 2.3% |
| 45 | 230 | 2.3% |
| 34 | 228 | 2.3% |
| 38 | 228 | 2.3% |
| 30 | 225 | 2.2% |
| 41 | 225 | 2.2% |
| 43 | 223 | 2.2% |
| 32 | 223 | 2.2% |
| Other values (87) | 7700 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 25 | |
| 2 | 32 | |
| 3 | 31 | |
| 4 | 28 | |
| 5 | 40 | |
| 6 | 43 | |
| 7 | 41 | |
| 8 | 53 | |
| 9 | 54 |
| Value | Count | Frequency (%) |
| 102 | 2 | < 0.1% |
| 98 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 90 | 6 | |
| 89 | 2 | < 0.1% |
| 88 | 7 | |
| 87 | 4 |
/
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.7583 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 23 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 12 |
| median | 17 |
| Q3 | 21 |
| 95-th percentile | 28 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.794343 |
|---|---|
| Coefficient of variation (CV) | 0.40543152 |
| Kurtosis | -0.22895436 |
| Mean | 16.7583 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.10607791 |
| Sum | 167583 |
| Variance | 46.163097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 16 | 606 | 6.1% |
| 15 | 573 | 5.7% |
| 17 | 569 | 5.7% |
| 18 | 568 | 5.7% |
| 14 | 542 | 5.4% |
| 20 | 536 | 5.4% |
| 19 | 527 | 5.3% |
| 13 | 485 | 4.9% |
| 21 | 465 | 4.7% |
| 12 | 449 | 4.5% |
| Other values (33) | 4680 |
| Value | Count | Frequency (%) |
| 0 | 23 | 0.2% |
| 1 | 47 | 0.5% |
| 2 | 65 | 0.7% |
| 3 | 86 | 0.9% |
| 4 | 122 | 1.2% |
| 5 | 146 | |
| 6 | 168 | |
| 7 | 240 | |
| 8 | 288 | |
| 9 | 319 |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 4 | < 0.1% |
| 38 | 3 | < 0.1% |
| 37 | 8 | 0.1% |
| 36 | 15 | 0.1% |
| 35 | 9 | 0.1% |
| 34 | 20 | |
| 33 | 43 |
\
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.0022 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 20 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 12 |
| median | 17 |
| Q3 | 21 |
| 95-th percentile | 28 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.6341689 |
|---|---|
| Coefficient of variation (CV) | 0.39019473 |
| Kurtosis | -0.20618728 |
| Mean | 17.0022 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.090904569 |
| Sum | 170022 |
| Variance | 44.012196 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 18 | 606 | 6.1% |
| 17 | 603 | 6.0% |
| 15 | 588 | 5.9% |
| 16 | 559 | 5.6% |
| 19 | 557 | 5.6% |
| 20 | 518 | 5.2% |
| 21 | 516 | 5.2% |
| 13 | 511 | 5.1% |
| 14 | 509 | 5.1% |
| 12 | 477 | 4.8% |
| Other values (33) | 4556 |
| Value | Count | Frequency (%) |
| 0 | 20 | 0.2% |
| 1 | 32 | 0.3% |
| 2 | 60 | 0.6% |
| 3 | 63 | 0.6% |
| 4 | 100 | 1.0% |
| 5 | 128 | |
| 6 | 170 | |
| 7 | 217 | |
| 8 | 254 | |
| 9 | 278 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 3 | < 0.1% |
| 37 | 9 | 0.1% |
| 36 | 3 | < 0.1% |
| 35 | 21 | |
| 34 | 20 | |
| 33 | 40 |
B
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8808 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1684 |
| Zeros (%) | 16.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4823667 |
|---|---|
| Coefficient of variation (CV) | 0.78815755 |
| Kurtosis | 0.70586255 |
| Mean | 1.8808 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.88527712 |
| Sum | 18808 |
| Variance | 2.1974111 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 3031 | |
| 2 | 2370 | |
| 0 | 1684 | |
| 3 | 1510 | |
| 4 | 804 | 8.0% |
| 5 | 396 | 4.0% |
| 6 | 142 | 1.4% |
| 7 | 50 | 0.5% |
| 8 | 9 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1684 | |
| 1 | 3031 | |
| 2 | 2370 | |
| 3 | 1510 | |
| 4 | 804 | 8.0% |
| 5 | 396 | 4.0% |
| 6 | 142 | 1.4% |
| 7 | 50 | 0.5% |
| 8 | 9 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 9 | 0.1% |
| 7 | 50 | 0.5% |
| 6 | 142 | 1.4% |
| 5 | 396 | 4.0% |
| 4 | 804 | 8.0% |
| 3 | 1510 | |
| 2 | 2370 | |
| 1 | 3031 |
J
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10000 |
L
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4459 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 2140 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1651648 |
|---|---|
| Coefficient of variation (CV) | 0.8058405 |
| Kurtosis | 0.73425167 |
| Mean | 1.4459 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.83924483 |
| Sum | 14459 |
| Variance | 1.357609 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 3723 | |
| 2 | 2399 | |
| 0 | 2140 | |
| 3 | 1192 | 11.9% |
| 4 | 409 | 4.1% |
| 5 | 103 | 1.0% |
| 6 | 27 | 0.3% |
| 7 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2140 | |
| 1 | 3723 | |
| 2 | 2399 | |
| 3 | 1192 | 11.9% |
| 4 | 409 | 4.1% |
| 5 | 103 | 1.0% |
| 6 | 27 | 0.3% |
| 7 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 7 | 0.1% |
| 6 | 27 | 0.3% |
| 5 | 103 | 1.0% |
| 4 | 409 | 4.1% |
| 3 | 1192 | 11.9% |
| 2 | 2399 | |
| 1 | 3723 | |
| 0 | 2140 |
P
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 1 | 2086 | 20.9% |
| 2 | 1 | < 0.1% |
V
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 20 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6934 | |
| 1 | 3046 | |
| 2 | 20 | 0.2% |
W
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 58 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4835 | |
| 0 | 4166 | |
| 2 | 941 | 9.4% |
| 3 | 58 | 0.6% |
C
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 9114 |
| Missing (%) | 91.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.967269 |
| Minimum | 1 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 15 |
| median | 21 |
| Q3 | 26 |
| 95-th percentile | 35 |
| Maximum | 49 |
| Range | 48 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.5060331 |
|---|---|
| Coefficient of variation (CV) | 0.40568151 |
| Kurtosis | -0.13528564 |
| Mean | 20.967269 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.21122639 |
| Sum | 18577 |
| Variance | 72.3526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 17 | 51 | 0.5% |
| 21 | 48 | 0.5% |
| 24 | 46 | 0.5% |
| 16 | 42 | 0.4% |
| 19 | 40 | 0.4% |
| 23 | 39 | 0.4% |
| 20 | 39 | 0.4% |
| 22 | 38 | 0.4% |
| 25 | 36 | 0.4% |
| 14 | 32 | 0.3% |
| Other values (38) | 475 | 4.8% |
| (Missing) | 9114 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 5 | 0.1% |
| 3 | 5 | 0.1% |
| 4 | 7 | 0.1% |
| 5 | 6 | 0.1% |
| 6 | 14 | |
| 7 | 9 | 0.1% |
| 8 | 14 | |
| 9 | 17 | |
| 10 | 25 |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 2 | < 0.1% |
| 44 | 2 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 41 | 3 | |
| 40 | 3 | |
| 39 | 5 |
E
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
H
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
I
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6710 |
| Missing (%) | 67.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.575076 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1807887 |
|---|---|
| Coefficient of variation (CV) | 0.60999787 |
| Kurtosis | 1.1880316 |
| Mean | 3.575076 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.08088 |
| Sum | 11762 |
| Variance | 4.7558395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2 | 779 | 7.8% |
| 3 | 581 | 5.8% |
| 1 | 508 | 5.1% |
| 4 | 483 | 4.8% |
| 5 | 364 | 3.6% |
| 6 | 225 | 2.2% |
| 7 | 149 | 1.5% |
| 8 | 97 | 1.0% |
| 9 | 52 | 0.5% |
| 10 | 29 | 0.3% |
| Other values (4) | 23 | 0.2% |
| (Missing) | 6710 |
| Value | Count | Frequency (%) |
| 1 | 508 | |
| 2 | 779 | |
| 3 | 581 | |
| 4 | 483 | |
| 5 | 364 | |
| 6 | 225 | 2.2% |
| 7 | 149 | 1.5% |
| 8 | 97 | 1.0% |
| 9 | 52 | 0.5% |
| 10 | 29 | 0.3% |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 13 | 6 | 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 12 | 0.1% |
| 10 | 29 | 0.3% |
| 9 | 52 | 0.5% |
| 8 | 97 | 1.0% |
| 7 | 149 | |
| 6 | 225 | |
| 5 | 364 |
M
Categorical
IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8752 |
| Missing (%) | 87.5% |
| Memory size | 78.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | 85 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3744 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1162 | 11.6% |
| 2.0 | 85 | 0.9% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 8752 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1162 | |
| 2.0 | 85 | 6.8% |
| 3.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1248 | |
| 0 | 1248 | |
| 1 | 1162 | |
| 2 | 85 | 2.3% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2496 | |
| Other Punctuation | 1248 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1248 | |
| 1 | 1162 | |
| 2 | 85 | 3.4% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3744 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1248 | |
| 0 | 1248 | |
| 1 | 1162 | |
| 2 | 85 | 2.3% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3744 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1248 | |
| 0 | 1248 | |
| 1 | 1162 | |
| 2 | 85 | 2.3% |
| 3 | 1 | < 0.1% |
R
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
S
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
T
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
G
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
N
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
O
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 9462 |
| Missing (%) | 94.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8736059 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8608008 |
|---|---|
| Coefficient of variation (CV) | 0.38181191 |
| Kurtosis | -0.23785077 |
| Mean | 4.8736059 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.18338194 |
| Sum | 2622 |
| Variance | 3.4625795 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 5 | 114 | 1.1% |
| 4 | 104 | 1.0% |
| 6 | 93 | 0.9% |
| 3 | 67 | 0.7% |
| 7 | 57 | 0.6% |
| 2 | 46 | 0.5% |
| 8 | 27 | 0.3% |
| 9 | 14 | 0.1% |
| 1 | 13 | 0.1% |
| 10 | 2 | < 0.1% |
| (Missing) | 9462 |
| Value | Count | Frequency (%) |
| 1 | 13 | 0.1% |
| 2 | 46 | |
| 3 | 67 | |
| 4 | 104 | |
| 5 | 114 | |
| 6 | 93 | |
| 7 | 57 | |
| 8 | 27 | 0.3% |
| 9 | 14 | 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 14 | 0.1% |
| 8 | 27 | 0.3% |
| 7 | 57 | |
| 6 | 93 | |
| 5 | 114 | |
| 4 | 104 | |
| 3 | 67 | |
| 2 | 46 |
U
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
D
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
X
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Y
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
| Estab | TermlySessionsPossible | / | \ | B | L | C | I | O | Gender | EnrolStatus | NCyearActual | P | V | W | M | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Estab | 1.000 | 0.247 | 0.012 | 0.005 | -0.114 | -0.089 | 0.223 | 0.013 | -0.000 | 0.029 | 0.000 | 0.087 | 0.000 | 0.083 | 0.024 | 0.000 |
| TermlySessionsPossible | 0.247 | 1.000 | 0.483 | 0.497 | 0.037 | 0.050 | 0.489 | 0.024 | 0.017 | 0.040 | 0.000 | 0.020 | 0.000 | 0.107 | 0.011 | 0.000 |
| / | 0.012 | 0.483 | 1.000 | 0.955 | -0.129 | -0.057 | -0.052 | -0.116 | -0.190 | 0.020 | 0.020 | 0.022 | 0.000 | 0.090 | 0.000 | 0.092 |
| \ | 0.005 | 0.497 | 0.955 | 1.000 | -0.139 | 0.043 | -0.045 | -0.098 | -0.195 | 0.021 | 0.000 | 0.014 | 0.015 | 0.069 | 0.000 | 0.106 |
| B | -0.114 | 0.037 | -0.129 | -0.139 | 1.000 | 0.047 | 0.030 | -0.073 | 0.034 | 0.000 | 0.040 | 0.023 | 0.145 | 0.103 | 0.165 | 0.000 |
| L | -0.089 | 0.050 | -0.057 | 0.043 | 0.047 | 1.000 | 0.009 | -0.017 | -0.112 | 0.019 | 0.000 | 0.012 | 0.027 | 0.020 | 0.031 | 0.000 |
| C | 0.223 | 0.489 | -0.052 | -0.045 | 0.030 | 0.009 | 1.000 | 0.005 | 0.101 | 0.000 | 0.050 | 0.021 | 0.022 | 0.000 | 0.000 | 0.000 |
| I | 0.013 | 0.024 | -0.116 | -0.098 | -0.073 | -0.017 | 0.005 | 1.000 | -0.091 | 0.000 | 0.000 | 0.000 | 0.016 | 0.011 | 0.029 | 0.000 |
| O | -0.000 | 0.017 | -0.190 | -0.195 | 0.034 | -0.112 | 0.101 | -0.091 | 1.000 | 0.119 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 |
| Gender | 0.029 | 0.040 | 0.020 | 0.021 | 0.000 | 0.019 | 0.000 | 0.000 | 0.119 | 1.000 | 0.005 | 0.000 | 0.010 | 0.000 | 0.000 | 0.011 |
| EnrolStatus | 0.000 | 0.000 | 0.020 | 0.000 | 0.040 | 0.000 | 0.050 | 0.000 | 0.000 | 0.005 | 1.000 | 0.000 | 0.047 | 0.034 | 0.038 | 0.094 |
| NCyearActual | 0.087 | 0.020 | 0.022 | 0.014 | 0.023 | 0.012 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.033 | 0.044 | 0.050 | 0.000 |
| P | 0.000 | 0.000 | 0.000 | 0.015 | 0.145 | 0.027 | 0.022 | 0.016 | 0.000 | 0.010 | 0.047 | 0.033 | 1.000 | 0.105 | 0.191 | 0.000 |
| V | 0.083 | 0.107 | 0.090 | 0.069 | 0.103 | 0.020 | 0.000 | 0.011 | 0.000 | 0.000 | 0.034 | 0.044 | 0.105 | 1.000 | 0.110 | 0.000 |
| W | 0.024 | 0.011 | 0.000 | 0.000 | 0.165 | 0.031 | 0.000 | 0.029 | 0.000 | 0.000 | 0.038 | 0.050 | 0.191 | 0.110 | 1.000 | 0.000 |
| M | 0.000 | 0.000 | 0.092 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 | 0.011 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 185405 | b4085463-6a46-450e-9ad8-dec00705b636 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-03 00:00:00 | 10 | 43 | 21 | 21 | 0 | 0 | 2 | 1 | 0 | 0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 222942 | d39f2449-640f-4a48-9163-3c9826b62c66 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2020-11-27 00:00:00 | 9 | 53 | 19 | 22 | 2 | 0 | 2 | 0 | 0 | 2 | NaN | NaN | NaN | 3.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 147550 | 13ecf709-e032-4243-91d2-dd62e5e2951e | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-04 00:00:00 | 9 | 51 | 22 | 20 | 1 | 0 | 3 | 0 | 0 | 2 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 258123 | 1fc6d0b3-27b4-4c62-8fb0-f7d11c8dcfb8 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-09-04 00:00:00 | 7 | 50 | 23 | 24 | 0 | 0 | 2 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 134774 | 77449e7e-ce64-4576-a67e-49b039eab6d7 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-06 00:00:00 | 8 | 14 | 9 | 8 | 2 | 0 | 0 | 0 | 1 | 0 | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 137223 | a62cc6bf-9544-4372-af46-75ae1d1d4c27 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2018-09-06 00:00:00 | 7 | 30 | 9 | 8 | 4 | 0 | 1 | 0 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 137086 | 59d3b31a-15cd-42f2-9004-d3559ee8201e | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2015-02-02 00:00:00 | 11 | 29 | 15 | 15 | 4 | 0 | 1 | 1 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 167905 | d236b5da-7c0f-4cb8-9fa8-ad7b1faf82fe | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2019-09-04 00:00:00 | 8 | 56 | 32 | 30 | 1 | 0 | 0 | 0 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 220912 | 83aa98d9-9621-4f0f-9d07-6b6db9b3f0ec | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-06 00:00:00 | 10 | 18 | 17 | 17 | 3 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 154687 | e3f540d7-c931-4540-a455-3079ca8c18b1 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-01-23 00:00:00 | 10 | 37 | 17 | 15 | 3 | 0 | 1 | 0 | 0 | 0 | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 207439 | e5234336-e018-4b6b-b8eb-8d4f62cfc5ec | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2017-09-06 00:00:00 | 9 | 50 | 24 | 23 | 2 | 0 | 2 | 0 | 0 | 1 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9991 | 179941 | 54da22e4-35e2-44c8-8b0c-bdbe24f965e1 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2020-09-02 00:00:00 | 8 | 54 | 29 | 27 | 1 | 0 | 1 | 0 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9992 | 182956 | 42ed18ba-82d8-4100-b056-62c7d0d1cbef | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-04 00:00:00 | 10 | 48 | 20 | 21 | 0 | 0 | 3 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9993 | 154023 | 28280060-6d12-44fb-9a57-62c6edb47e02 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2016-09-05 00:00:00 | 10 | 32 | 11 | 13 | 3 | 0 | 3 | 0 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN |
| 9994 | 187620 | 52104a73-b423-4b82-a363-ca0ccb120872 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2018-09-06 00:00:00 | 7 | 39 | 15 | 15 | 1 | 0 | 1 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9995 | 177930 | 8545d8e6-755b-4bac-b43e-70259852d174 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-04 00:00:00 | 11 | 63 | 29 | 25 | 1 | 0 | 1 | 0 | 1 | 1 | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9996 | 194651 | ba1fc0f5-797a-4551-88da-b749a4c68fd3 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-09-05 00:00:00 | 8 | 27 | 13 | 12 | 2 | 0 | 2 | 0 | 0 | 1 | NaN | NaN | NaN | 6.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9997 | 242990 | 91968c84-f501-48dd-aad5-a57bbf89f6e6 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2016-09-01 00:00:00 | 7 | 23 | 20 | 19 | 0 | 0 | 1 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9998 | 174450 | 616a22cf-51a3-401e-9c32-575beeb9b4a9 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2019-09-04 00:00:00 | 7 | 45 | 21 | 22 | 0 | 0 | 1 | 0 | 0 | 0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9999 | 114885 | 7b22baae-892d-4c07-9263-a97ecd6ec6f8 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-03 00:00:00 | 8 | 20 | 17 | 17 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |